TY - GEN
T1 - Analysis of degrees of freedom of wideband random multipath fields observed over time and space windows
AU - Bashar, Farhana
AU - Salehin, S. M.Akramus
AU - Abhayapala, Thushara D.
PY - 2014
Y1 - 2014
N2 - In multipath systems, available degrees of freedom can be considered as a key performance indicator, since the channel capacity grows linearly with the available degrees of freedom. However, a fundamental question arises: given a size limitation on the observable region, what is the intrinsic number of degrees of freedom available in a wideband random multipath wavefield observed over a finite time interval? In this paper, we focus on answering this question by modelling the wavefield as a sum of orthogonal waveforms or spatial orders. We show that for each spatial order, (i) the observable wavefield is band limited within an effective bandwidth rather than the given bandwidth and (ii) the observation time varies from the given observation time. These findings show the strong coupling between space and time as well as space and bandwidth. In effect, for spatially diverse multipath wavefields, the classical degrees of freedom result of time-bandwidth product does not directly extend to time-space-bandwidth product.
AB - In multipath systems, available degrees of freedom can be considered as a key performance indicator, since the channel capacity grows linearly with the available degrees of freedom. However, a fundamental question arises: given a size limitation on the observable region, what is the intrinsic number of degrees of freedom available in a wideband random multipath wavefield observed over a finite time interval? In this paper, we focus on answering this question by modelling the wavefield as a sum of orthogonal waveforms or spatial orders. We show that for each spatial order, (i) the observable wavefield is band limited within an effective bandwidth rather than the given bandwidth and (ii) the observation time varies from the given observation time. These findings show the strong coupling between space and time as well as space and bandwidth. In effect, for spatially diverse multipath wavefields, the classical degrees of freedom result of time-bandwidth product does not directly extend to time-space-bandwidth product.
KW - Random multipath
KW - degrees of freedom
KW - signal to noise ratio
KW - spatial diversity
UR - http://www.scopus.com/inward/record.url?scp=84907381940&partnerID=8YFLogxK
U2 - 10.1109/SSP.2014.6884571
DO - 10.1109/SSP.2014.6884571
M3 - Conference contribution
SN - 9781479949755
T3 - IEEE Workshop on Statistical Signal Processing Proceedings
SP - 45
EP - 48
BT - 2014 IEEE Workshop on Statistical Signal Processing, SSP 2014
PB - IEEE Computer Society
T2 - 2014 IEEE Workshop on Statistical Signal Processing, SSP 2014
Y2 - 29 June 2014 through 2 July 2014
ER -